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<title>5. Plotting Simple Features</title>

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<h1 class="title toc-ignore">5. Plotting Simple Features</h1>
<h4 class="author">Edzer Pebesma</h4>



<p><strong>For a better version of the sf vignettes see</strong> <a href="https://r-spatial.github.io/sf/articles/" class="uri">https://r-spatial.github.io/sf/articles/</a></p>
<p>This vignette describes the functions in <code>sf</code> that can
help to plot knitr::opts_chunk<span class="math inline">\(set(fig.height
= 4.5) knitr::opts_chunk\)</span>set(fig.width = 6) simple features. It
tries to be complete about the plot methods <code>sf</code> provides,
and give examples and pointers to options to plot simple feature objects
with other packages (mapview, tmap, ggplot2).</p>
<div id="plot-methods-for-sf-and-sfc-objects" class="section level1">
<h1>Plot methods for <code>sf</code> and <code>sfc</code> objects</h1>
<div id="geometry-only-sfc" class="section level2">
<h2>Geometry only: <code>sfc</code></h2>
<p>Geometry list-columns (objects of class <code>sfc</code>, obtained by
the <code>st_geometry</code> method) only show the geometry:</p>
<div class="sourceCode" id="cb1"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>(sf)</span>
<span id="cb1-2"><a href="#cb1-2" aria-hidden="true" tabindex="-1"></a><span class="fu">demo</span>(nc, <span class="at">ask =</span> <span class="cn">FALSE</span>, <span class="at">echo =</span> <span class="cn">FALSE</span>)</span>
<span id="cb1-3"><a href="#cb1-3" aria-hidden="true" tabindex="-1"></a><span class="fu">plot</span>(<span class="fu">st_geometry</span>(nc))</span></code></pre></div>
<p><img 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" /><!-- --></p>
<p>which can be further annotated with colors, symbols, etc., as the
usual base plots, e.g. points are added to a polygon plot by:</p>
<div class="sourceCode" id="cb2"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb2-1"><a href="#cb2-1" aria-hidden="true" tabindex="-1"></a><span class="fu">plot</span>(<span class="fu">st_geometry</span>(nc), <span class="at">col =</span> <span class="fu">sf.colors</span>(<span class="dv">12</span>, <span class="at">categorical =</span> <span class="cn">TRUE</span>), <span class="at">border =</span> <span class="st">&#39;grey&#39;</span>, </span>
<span id="cb2-2"><a href="#cb2-2" aria-hidden="true" tabindex="-1"></a>     <span class="at">axes =</span> <span class="cn">TRUE</span>)</span>
<span id="cb2-3"><a href="#cb2-3" aria-hidden="true" tabindex="-1"></a><span class="fu">plot</span>(<span class="fu">st_geometry</span>(<span class="fu">st_centroid</span>(nc)), <span class="at">pch =</span> <span class="dv">3</span>, <span class="at">col =</span> <span class="st">&#39;red&#39;</span>, <span class="at">add =</span> <span class="cn">TRUE</span>)</span></code></pre></div>
<pre><code>## Warning: st_centroid assumes attributes are constant over geometries</code></pre>
<p><img 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" /><!-- --></p>
<p>and legends, titles and so on can be added afterwards.
<code>border=NA</code> removes the polygon borders.</p>
<p>As can be seen, the axes plotted are sensitive to the CRS, and in
case of longitude/latitude coordinates, degree symbols and orientation
are added if <code>axes = TRUE</code>.</p>
</div>
<div id="geometry-with-attributes-sf" class="section level2">
<h2>Geometry with attributes: <code>sf</code></h2>
<p>The default plot of an <code>sf</code> object is a multi-plot of all
attributes, up to a reasonable maximum:</p>
<div class="sourceCode" id="cb4"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb4-1"><a href="#cb4-1" aria-hidden="true" tabindex="-1"></a><span class="fu">plot</span>(nc)</span></code></pre></div>
<pre><code>## Warning: plotting the first 10 out of 14 attributes; use max.plot = 14 to plot
## all</code></pre>
<p><img 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" /><!-- --></p>
<p>with a warning when not all attributes can be reasonably plotted. One
can increase the maximum number of maps to be plotted by</p>
<div class="sourceCode" id="cb6"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb6-1"><a href="#cb6-1" aria-hidden="true" tabindex="-1"></a><span class="fu">plot</span>(nc, <span class="at">max.plot =</span> <span class="dv">14</span>)</span></code></pre></div>
<p><img 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" /><!-- --></p>
<p>The row/column layout is chosen such that the plotting area is
maximally filled. The default value for <code>max.plot</code> can be
controlled, e.g. by setting the global option
<code>sf_max.plot</code>:</p>
<div class="sourceCode" id="cb7"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb7-1"><a href="#cb7-1" aria-hidden="true" tabindex="-1"></a><span class="fu">options</span>(<span class="at">sf_max.plot=</span><span class="dv">1</span>)</span>
<span id="cb7-2"><a href="#cb7-2" aria-hidden="true" tabindex="-1"></a><span class="fu">plot</span>(nc)</span></code></pre></div>
<p><img 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Lxj30pofsXozkMfDcpSbwCGAAAeAUPs2ZCRRSpKyYeVBdw7Y6cjGgM4gua9m6jC+tW8IQGg3sadpcXcB6Hhhrde9zpSpKMIQRxY6lAMgAUBHx4ASKj0KANAQVOMC3o0AuYAfwKXgbcf6tMAIUA2MANoBKiA6fv2/bR79+6ICDtgP/BNnTr3EhNJoPTataNr167lcrlnzxqP9s0H04N9ZPXq1Xl5fYDdFmhLl09Yo5cVuiXiS2+3yG+aNfqUOpOLijiwE6t/CUJjIfwB6JDPga1h1OeM77R49wROQxEpqbQm/pFCvP6D1yhx0OoSjVJH6cu0Ki2pl2nVar1OoVer9FqlTqvUa14VZ6e9VvbEUR2UahRrIddBoUBuFH70RA8b+GuhLO+RlMhLxyOgDgCAEtL9yBLAhznYOiGxKojXaoZlGJfg5eszM/QJT9XXjyia8WFlA/8cRP3QfsqnPA0Aewf1arbtgIrUdH46OleT7yq2nBbQKkdZUqLJseAKARRrigrVGQC4LLaEywdwK/u1s7vHixf+AIASwK9CfTwgCggD5gKrgHrA7Llz596/f3/hwoVHj3YGJjg7v23Vynvv3gebN2/28PDYu3evXC4Xi/+BfZFPgRHYezIyMtau3QPEAMoncHbAWE9sr1qMAMcC7d8UnPnEatVakgMHO3xZnsKBXcUCXDgQYFOVbJcqoUGphMu35Uts+dVN1a5kvQh/neWKVhUTVch/hHVVbTueYfsbZAG/AQAuiNg0+1QsEMB6IAbYMc7ixzaCwYZ0O7arHdu1Aa99G8HgEjLv15JJbLBrr9narJbr3Ukjq7lDA85SSVsvN7/7XfQUebz9Ny0d6zgJLau/pMvl9YlyOWAQmB0QVzlfCMwAzgCrgEVAYG5ul0mTJl28eNHJadavvy5980b9ww8/7N376M8/7x0/vi0sLOzgwYMTJ06s8Vb/Ef5HBZaamrp+/XpLS8uRI0f6+voCWLZsGTAecAb2U5iRi+52GC1FM6ML1XibgSU7e3b6xIY0pJ6o6SFTINl0RncGVCgQsfk1NqTW66pOwEztoeXgMT7aSWg4dHMwP7GXTpfjwolRU/VaCmgWIby59e+oTku5vPU+S+y5Nt1jxjbcvCfQ0S4hv7BMrbEXi7JKZVv6du7m413xKlcL6fWxw/94mTAy/OyvL68M8Kh5IJBYlvs2qwgwzPHsANrN4gbjxvlev77j7dt3gJWjYwcWi7Vhw4aAgIB69eo1adLE0TE/N7fFnTt3CLA3b948YcIE2t2/f5z/LYFduXLll19+SUtLy8vLy8/vAKSFh/c+efLktm3bdu26AkR/KNgI8E7DLDasNcjQoQAg2ZCwIFHj7dAGrl81opnr06LV6wmYNObQofA1+gGkwSSXFhWKxFxejQ2pdFpWFWNHEnqCboWwEK/w0XxZy6YzN3lSGjdKsrqVoL+pFkmQO0vnLvWe3MG6GYA7IUfO5d9KzclszA6ubeGy7O3metz2Q/ddH9s85ZeeHY2u7RfgW7J4Fm/x6qcFaY1sa1f/0Twl9lxnm4SEN0AQYAeUVs7XAq8AuVqtSU5OzsvLe/bsWevWrQ1548e/N/8dNGjQ1q2KQ4cO+df1fRn3OiIiom1b2onAP8z/isC0Wm379u3v3n0AjAT6AlLACkBCwuagoFDAHog2pHygk4pY78z26igcbsN2BiAnS4rInEuK30/FxXf9XXH+q8EcVs27iFo9WY3A3mCoLUQD8crUGjoANYo/qQcjaXowgKRd4i9DWoUezK5UJwOQqykQs4QSjgjA3ZInJMltyu9ZTYt7yhZ6iZ2GOb4v4yFw+9ZthOF1lubdwqRfvrXYlE9m/vRgxMZ7q1vUdo2c8HEAueHOw4VXbks5whdFmTUK7EvvZusKHgDRQF3ABbAHpIAX4AAUAG8CAjyDg4MHDfoCgL29fceOxnoGMHny5FOnOmdnl7Ru3TrtlXDr1q2MwP4658+fP3r06Lhx48of4o8//nj3rsFc7S4qrRBOBZoBWwEjb6LlWiowTTfSkmXfjN+rPLW/eFqS9tmx1DWiJWuvfv0F7SYYgAMxcYuv3taRpFyjVQCxCGTDgg0RAQ7A5sAWAAGWAs95cEzBZZv3Ewwa1Cj+lB5MQycwysQQUYmCCgJrKtO7uN5pLRFw5Cp9sMRvqee03Vknmwl6cQmT7ZaRBVcVB04Eb6Rd4v85ZWdTQU8xy1LMstxuF/1GG/1DWk+ShOEX6Wri25kXrjex97zXcxHt5UYMrB0yPeY4UAhcBpYBW4E4IAk4GhzsFRVVWO5IVg2BgYHR0dHLly93d3e/dDrhxPHTGRkZBmdZs/LfJrD79+/Pnz8/LqIgAKMGXBiQnZ3N4/Hi4uKWLt1qMF8CvgbGAlsBBWADAPAFCoEkwLtyZZ4AfLkhFZPY4PpyG/9gfeyUfGPn3T/vGtijrr3dxNMXs8pkXDbrnUzBY7P1FKnUcsa79g6RBgFQ6FUqUl2ml8v1yquFd1/KWXhvb6EHWuch/zZm8mEZiNHlrZxE10K8BAgRHAmgMVHzn0mt11Wd7KlQRDe7I3VQflhCBCAC4gALL0fBnm9Cjt3NGH/zu2KZPoRfnZvJ2uKx/ew7NrWoT5t7pTBysmRb+ds63Ibe7Eac739ykIjD+ncbeuSPpvg+Oe+M/eFp0wI6L27Yu3pfAUuesId9XW1nt4KCgoiIH4FvAT7wuH597+3bt3+Kugw4OTlt27YtLy+PzWbPm7sgLCxsxYoVn3jtX+a/SmDbtm2bP+XnFlg2CiOzEVXgtI/H46WlpX355ZfACsAd6Ac8Au4AM4EM4EtgKGAJNAE2AFuAG8AIoCvwOzB0iGSmPZv+R26AeLoL22v08fEUbIAxQBtACXhq9KWACNiVrIhf6jnN6Ko3ipSX8nrAxoqJFA5fw3g7BJ9GDwokB/wyZP7o/Z0t1ypZmXGl8M6rkrwaP7uG1LGrzMFKkSp4/yPykVw8BZyAivphA82fpT6JzyxbMzJoyZC6+2+nbroQMSLLs7Vg4FeS5QJWpRFsrj41Xhu1z+M47Z08KIklSGFDfofyFALEKpvzcrLkT8XWfgc2BeCrlljRHItfa8LXxsy8++7N1a7V2c4D6OvecK/s7e3bt7dt23b69OmSkpIvvhg1YsSI9PR0vV7PZr8fhKekpOh0utq1axv8smmxt7efM2dObGxsWFjYokWLPl2ff43/BoHduXNHLpe3a9fu7Nmz7bGxDvoBEMM5PT196NChp0+f1mprAWMBABJgI5APbAMeA+8+1KEDtIAC6NtXPPaB6lyuXsAG0VVY3Za/E8eLgi3wAjQGSo+TVVerXlKsK0WVbzwwRI8Dx4imve3aD3DorNCrOASni21Lw++6LddqT96BGh8CbQ8mRxa/0sQSADIRWaH7KucCYO1uJwIg5nMmd/Ge1Nn7cmzO2j+vTHl5cad9bMXx59aS6cOderny6S33N6TvaS7oU1XtYpblF5IFMrIoRhlDQc8Cty6+1EN9P6+GPTQdSW56ea3ThC/Onj2rUCg8PDxev369evXqOTOXsCBZsHj8uHHjwsPDjx49Gvs4nQURIch2dXXt37//Tz/9ZComyqJFiw4dOnLixIkRI0ZU3/rf5D9eYPHx8V1aD7BCHRWm6qAaiTaGdEt49iq7XBj+ug/GnUSPynN9O2AxsBGYD3gDPYCBwA9APqAkKf1mu3vpuoTtpTOXFg1YbXuZZ2INPUH7GKhDpy4AlzvZtKiaWqIrqzLZA8ABzuooyfRaX/mIjGf8+dqiEo1y5+sIF5GVq8jaXWpjw6PZJKXtweTIEVQRWC6eoJIvYwqwGohpXVfauu7HPTqCQLcGTp2CHDssu/1tQrP5VgfcOXUBFJCZ8dqona6H6T41AESVPF9u/SNtFgFigsXaMeq6seT2BpgCwAZ+Mq3a6egMKVeQLi/0tXB61m+50VXnM2Kj8pKfrAqTIFoIfwEaCzHcDX5ecNEiZ+Xy2j8u32qD/rZY3QjtCLAplVaVlLxr3cynT7udP3+ez+eTJPny5csHDx7Y2NgMGDAAQN26dYcOHbx161ZGYDWQl5dnA7+hiHyNo5bwrjgickZzZzQvQfIH5zwjr/hpgACYDfQAgoCewJ9SuF9V7h8lXeLO8R8pWXxAtnxl4bDlNn/QNi0lbAAZXY4MuDvR9feqGWV6BZ3AAIQBlIJUVs2IKokVWmj35J8plmsN/6m0ehZBcAg2j80WsLkiNk/M5ZdpVPpKJg4AoIeqqhNXERKAvhUS5vm5XGnoafXrGONNPwAcNnFuQcvFR18uuNi9jWDQRIt1W0tmDHbs5imkHzkfzj3rwK5dh9uANtfASMniI6W/GgTmgpZf4IFcma1SFvqCf7l45IuizEXRJxvY1F7WsO+faU9ri20piuLAzh/nJGhqVBUBPgU0RBIblhUSuUL4+eHM7et2W7duvXTp0sOHD9UljlI0K8Xt9Vuyp0yZAmDx4sWBgUGPHj0KDQ2t5m7/Jv/xAuPxeCoUAvDDMNoClvAahKvnMUyJ5kDFDWICaAyQgAp4BMTao8Ew3NlMvd+SqstrNs9q35yCzr8Uj59h9VvVNToPTj0gi67Ny7ZcwplH07OV6eQATXAlYEFf+3Z1Rd5VMxSkYmwHz4UDPi4zqrT6crEVKzSGFxGv8s7dyTC6NhTztsE2DC5iOErhLoU7QOXjOaACIoAUwAJ4vnRI/WEt6U11AVgIub+Oqe9sLdh2+dS+MvELzd1tbgdNFd6afrghjz7uTTlaqCp6XpdbSCbiDwD1/1zsT424nnbVSWgx5f5BggCPxXHByqrqAsCBNRuiQvxpj1FGWWoku7hbhIWF6RMW+OCwwYBGjZTZ33ZydXXt169fQEDAoEEDtm7dunfv3upv+O/wHy+wlStX1ns/vzKJOzoGY0IUZgE3K0+BSgEdMMQWAR4Y4I/hj7Gu4kDLkmW/zObk9tJZX73zm2K5seJ6PYBcfUqF8aEKuAzkA2OBw22s6H8US/VlImKBgpoOfAssB0RAHyCHTai8he48Fs3UXKlXiwWV1hgEXLaTFdvJqtLANb1AIUPCZkiMnLgoUL093Zvae6XK83MUjwgCzXhNLbmiIo185+vXy4YGCng+vRo7V/8AAczr59fM16bdkrD+9p29hMZqfFr2ckHS+heyNyxYZODoPfUfm+3u8UBjCR0uW/tAfd4SNBF+LOEVQs13Q9va6HIV45fff+aJnpnUXTv9NBfMMXFfOhIaFt0YvhS32rVrd/z48SAMZX24Ez487DAqOjq6X79+AJYuXRpcL2TNmjUODg41PoG/xn+2wPbv33/n3MuvcNJ0EfI+ViQgvBiJIg4UOkfgO2DNh9xIQN8N+wIwSg/1DriJ2YIlFpUWx5zZ3kutT99UHt1ZOq9InNtd9FHMQpYUyATqApmAwhp+RUgA3vFZF5d50dzSvZJoC8I+zD4mXhN1ULYiQWsLnAIi+tk3+8p5c2NpPdoPoCTVEkENgZkAJGbL+rjXXxjci80y3viqI3W05Bl/13cm3L5Y8PCHQXVrrNmAjiS3XEwkgGaWlZbmrxbeXfp2c4ZSZY8x9TGegp4Pz6d6r0RNTACvecWS5xU7rikPlhLpda2dH+YdVeJde2yquAFoj2D7955dsEVgJu42x9JURLpggSmPuCSMFaOBLQZXzSrFrQYNQo7sv8yqrHMObPPz31szBgYG9unXbffu3QsWLPjE5/Cv8h8msMLCwvDw8DNnzly9dNWttltOTg4LFmzQ7IfqoIrA7BfYXc/GYbFPq5aOg+pbu29+dW3mw4o+rYfaY5MhWiALHHd0TCXPCVnGvkkEiA7CL6xZjj8Vf7mvbAkJUkCIplhuPCcPc4BfMCbYo4Ed6nEhvowxcfhhm/8qW67x0gKAfdl/NOR3IEDU5TVbZXP+tip8S0kfAEKWoIlFsKmPrCLVYn7Nfya5Rl/XwrGJvWeNJQ0cf/t4aAuTw0IjrsTmDF4fVd/DsmsDpweZMSOc+gI4lnthXdruPDXLCVMb4BtOhRNMnEMAACAASURBVNUUIfyeayIrCixSeXJf2dIZgZ1m1ZvoKrKOLUzf/OranoTAnjjqiR5Vo540woxGmHEfywTwYcGkIUsRztbBAVr5leK2u/sAPowXjbiwrxj6Zvny5XPnzp09e3Y1K/t/h/8Ygen1+tjY2DFjxrhmWnW3bbux2Xf52sIYfvyU18visLfiLq0axdcw+Q1OtnLyPBM0uZtbvXJrhjZOvkA4sBMYD2wSQVbngy8tAXZPHHlArZxX0OVbi82thQOMbqAhv8MG20g2wRYQ4geqc9tKvuNSdsPxoOJ0oiO2yZGzOmVnN5s2VT/C/ZKno0Xryt+2FQxpzu9zWPbjsXe7AsR1vnap6oEGABpS+ykCU6p1Qs6/8BXJUBSOql2zwDQ6cuC6+1FvCld+ETilm/ehyLRxW25ziFWXCiI1ekcXLG2I0awqQ0FbDL6pWjVUMhcACXJt8eg04sEfHb/t4/5+8aO+Ta1dLceo9Non+dMvlYyug35dsJtTZaT3HDudsLL6O2TRWZmRUHPFxSUlJXQCs6sosKCgIJlMdurUqaFDaTy1/z7/GQ6XSqUyICCA+44a5thzkusX5ellevnvWafWpO4cjXgeLLQou4Gpqbjaq1bw/OAeLRyq7vbgdGr02Du/F2msgKzBuFEL7YwKvMHJcxgcZh9jzaLf5zEwJs+/FbkpAMYOGhqU7YZXoNRptc/siosWhbqS4Ae99zq8FhGVxnsUqLuq00dkq0upXBaISw33eFee4QQ86HFqUcMO9WqYJDRfdLOvtP38YPoYqUYkl+X5npqvPjKg6niyIuejc4ZteNDUx2bnpMaeDmIAJEWtOPFq66UkTWlLf1wxZWapR9lzNOoi7txKMGB50ZCG9vYH2oyvLaGJ2RhdkNr4zLIGHlbPU1QtsTIEs8qzMhBxHO2ECGR9sISmQLIhYkHIgtCgqwKE22GYFK2F8BehPhtSNRLleC5BaAq+azeAvH/KqzbWVmxRgWdU0Ihnz56Vp2zbti08PNxMAaf+M3qw0aNHZ6RmsAlWoLhSMEopWzyt1sg4+Zu9+f5CDpfLYvep1fBs0LJ61q6mqupfu9H0qMNemqGNMYvWx9EHA93R+aJi93DJQlOVbCmdxidd/OnWLXmQDsO9J2XresVMfNrkDwvO+y9HeM4FP26okboAECBaCQY04/dO0D7ZXjrzVlGUkcC0lO5TejCVRv/pPdifaU99nSXVqyvsavI3O59uG99wQievcscOFkEsGRxgIeR+vy+/GiNmNqQ+OHJW3uSsPGx5o74LgnuasjmkKBDAn/NaRCcXz9q/JDp3Q08cVaHoFqbzLLJmtvWxtyAAuaFw+P301EzdON82Sn2pSl8AQK0PLVDHvlNFppQVFKlEjZEdj95qVoJEIiktLYuIsFUiNRUzCQhcMZ8NCwAc2GVXjo44ZMiQb6fMiIuLCwwM/MQH+On8vxaYQqGYMmXKiRMn6hC1XjQ7t/LttlUpv11qsNuo2BCH7rdK7hcO3wyAy6oh0CcFKl8l64l5IpjsEzzQ7bE6zJTArikPPlTeGILbVd1DDFjDpxPCdKSyV+zEiMaHDIm1BM4yqpi2PAAOwQ3gNRsimb0yZXpTi+B6Et/yLD2l/ySBafVCds02wQbOpMUMaV3d+HDThTff7X12cVGrLvVpuvF2gfZK3AJIU1HJSMje4AuCQET3+S0dacYR5dS3qWW4+X5NXLo1dFx/NuGXsx35XNaCHj6Tu3azEFZ6wlO6eUtH/rG0YV8B2/jJL356+teYAh3ylXgd0W3ellfX5ZZqO76Ua8Mu0dx5WZyVWPzcD2cBqPHW6HwMOzu70CYNf/vtty1btlRzq3+N/6dh29Rq9fbt2wMDAxUXcx/UO3q+/g4pW1xX7J2hyqlauI11iD3HzuLgN1te1RyUiwDR1snvBqZWU8YDXbN0SQDuqc680UZXzErRxe0sndcN+2wRUH1DHbEtX8nekXXs/VubZhm6BA1lMnYngFaCAX2E0wY9mx2ee6E8UU/pxYKawwNrdGQ1PdjTgjTR/kmux2Yee/uwSCO/nRM/rYfJ7/2SY3GrTsXfWtaWVl0AGnpaBdQS5dJ5fAMow4MncFYhgKRaL4quZoEXADgsVmsnv3G/PQEg4LIXDaj76teuSVu6z+vnZ6QuABIBRyLgrHl+Ua5TG2Xdyn5NgPMWU3q4BbV29D3WbvK5TjP2th67s+Xo8PaTB3o0VgqupWK2HiVZWDNjxgyjyz08PA4cOKDTmfQr/8v8fxFYVlZWZGRkSkoKgJKSkg4dOoQv3LvZcv4Gn4XWnPeb9IFiHzWprXotl+AeDvxlued3cx6Fvyym3fn9iJ4iH+YnmwrQacAWAXxYf5vf9Hf57J9KB++XfTTe2VAysTFme5o4DqIiHAi1UASJ31tXCFgCAYufpouv/qqhkjnjpWvmJa4z+GgBICnyU3owtZY01YNF5CQ0PbdCqf8hS7Fk2K3wG1nxtSV2zhPO1Z999Uqs8Q/WzH2xO669PTe/VUWzqap8263OW3z7AKxHsHqFri/R/gWaxSIgGq5xaKnHD8BJ4OjtHOXUB4eqv/Pznaffiy9ccOh9HF8HS76QZ/IH5ez8lmEpl+ueWnQ9+2XF9GkBnZq5FlhIbywINvZhS5Hlb8u4FxkZ2Wt8aQz8BM6PRo8ebVTG3d2doqhyo+F/kH/nEFEmky1cuPDOnTtv3rwRqLkeQtcUZaazv1t2dnZfXrtlgdOMfJkCxHUsOJKT7y4PdOhqVJW7wPlLp973SqJ/fn5hX+tx1TTKJlhLGvSdEbX5HZ50wz7LDy4qT/CLEPaGRYt03OJzNOPcBvW0a7sv+4+wzG1XFXvVlIpNsHWUNgtrnmA9QLDBJcBmgcsGjwUOFxICbB6kbPC4EJPQk6yi5pYfjYaceHapurjqzYgANBf0vqY8uC5t93Kv6QBIUBJBzX8mjd5YYK9Lcn5+fuFxfsrzokxgPmDY6kmf/Wh/dN8lHuFzxcVeI9e8KsP9Fn62s/v4dmvgNH77kwvROVd+aB3kXkOcjEldvArlmt9Pl83zGB9T9orH4opYQguO5Pesk/GKqXi/VuEAnNvyqpuOOvBbc5PhOngsTqi954bzCUHulsNauVUfZbVdoH3qbz0GrrvfJ2JbXaHDn52muoqsAQzyCBnkEUJ7yfSowzNnzgwJCQkJCZkyZUpxcXFVC3p7e3sfHx9zBBH49wgsLS3t2LFje/bsaVhUZ5XzN171akk5YgBaShsvf2vnae3MN7Yz2p114lHpM7leUUdo0gGW8wl+UwCmBXTysXDsde3X3VQdAWxY4KpR5CqwleuVN7Tf6qAgoZvhPNoQvo9LcNzRqTm12Ao+SirvCJprsZ9EfUBLogxQAwpABmiBYkALlAEqQAUkcShyW8Z7o1g2weKxeXdVf/AgELDEIsJCwrISElIrtn1VY+JAXovTedvqS+pSIFkEcTIq0+hPT1EoVWqVar1Soy+Sa0oU2hK59teXV46+jQIg4Qp4LPbuhEi5TgCEAtuAzh8uXZAie2t3eFp9Sd2j9TawCOJR6fNz+TfHrI3I19+1EvHurGzn51JDsEcDWy8mTXX5podt2x62H12Dz+XfjFdUHB0EAJe3x/fc8Xrs/tbjv/SmMXfsd30z26b4q2CPCbtfLAmPm9LNe0x7D0sRzXB388XEfbdSX2WWutTy7Nev3c2bN5U6mhFNRc6mxySIVMdnvV+crF+f3oEtIyPD1Hl/f5N/g8Dkcnn37t0bFnovsh3bwafSE+cS3KAK83sDOuj6x07JVCjq89rx8Dos69g2vyVVq6VA3Sl+sr+hsU1aORpS98WtsGtZL/u4NxByeE0tGqz0npGtztNS2toCV2+he5b6XY4mz5Fn58Sz47Pe9wbFulIJnF3RGoAYTjbwz8X1ysaypjjCJs5GFD8yvIkuiyP17lwQuzV7SChJqEjIKWj0KKWgN/TVLLBIUBRIAWxVKFmatNOK5eDBCVq63XjmpqO06fpX7b1q89kcCZ8r5gpHNzJsVSsBlGlKX77Ll+u4QDqMt4msgY62nNtb/RYbTn5palG/qUX9ZV7TTr67vPLtb9efv/sUgd17XaAs4w30Nx5KaCktjLfF6gIvSGrdvMebaQUWmZtwYULzVv52Ku2jFKp2lMplxZRTQ1vU+ra7d4BbpdWI2y/zhkycP2XKFLFYvGrVqsfnbnhb0EcyNqDQaaZHHd71xzEer4bln+Tk5IYNG1Zf5q/xuQW2a9eu2bNnl5aU6kRKAYufqsryF3k2tzT52aYmrLiQf9uL02i1zSkJy6qPftLUvOZStniF1wweq9LNp6myc7X5nV0Cz6c/Wxd3aahn6HDP5myCdeddQmxh+saXV3MUagp6Hxw+mbREibjf/Jf6i7z8RV7lNbgLnN0FxlZ5JToZt0LA9544/DvqUpgBeKEGurLAOhi41tCvznqz+kKuMgD0yzA6FAP6p/BugbmN8R0HwsdYF6VfaUlQa2xp/Mp0lHZ0nt+xL/rZmTgT9avj555mFVdRF4AnwPRffdfUFlTayWCBNdihuxPPfviemV6O4m4NqpujAvhub+wQx+5itvEWs4bU0TUqAoZnK1codBoRh2dUXq5VN/CwIgjsmty4x493nBs3fpmYtnfv3m6/bHUXK6b38OnfxJXDJgA4WwlFIpFYLJ4yZcqDY+dvdZ9XfczjVbHnmvXq3KFDh2rKGEhOTh4yZEiNxf4Cn1VgN27cGD9+ETASCEpQZCQo4oFHwAkWkenCc8hU51pwJOcb7PAUfPxC/5F3bY7l7w35HdngAHBke8yx+v10waZupWNvNNpXsXJ3gXNjaaD4wGStztIWQ2ZmX59yL5wNaxIKEYJtsTIY3XTIl6BpHvb3cnDvY0cTGqUqZXo5v4LzrxV8a6FdGiYBowEpYAE4A2Kg6s5bhDXXotyKZ4X39GO5XbXI49L5j3FglYYFVnANxRzD6n8IZgdjwj5d4FXl/s5C426ZQ3BrcXxPvng9sQn9b9MvPTteerPjnew8UHHSXwp0XOAxrp11E9qrWluFLPGYOnpLWM6u6izi1VrycVLRr41pAk5pKS1ozivUAQdJymPK/QO/t65kmX0k+aGFiMvnsgBw2azjM5u3Xrw7Ojp61KhR0dHRV69e3bB589wDlyZ39eKyWWefZPn2oADExsa2c/I30qoRL4uzdmZHxV6KraaMAYqiqjkS+m/yWVcRv/76a+B34FdgLLAEOALcAt6SVFyGejGFyBKdz/n8W+Xl1aSWoih7di12hR+CUH63H6yPyTSsFW+3VaycANHWqolSp2NB6IGN9fGyCVS+OFkPDwIR6YQpAngbXB4kaPZn3rWQRwODo/p0iP7qpTyxmnuW6+XcyjHVeuAwcJOHRUIs4mM8B63ZqAdwAA7ABQSAELAAhovYwvID+J6VJQAcysQRWzoUZmNde2yuuLfGg0UbrN1btlgL41VpAN7cBlfevK2absBWJJzSrDHQH7hTIbl5T7uQKW5fmroKwAinPnqF6MDt6o5cevq2yIlnX1tAs00/wL4LML9K8lIeNokgP5MeUzG1QC1b+OQEnxTafX3mdlweACsx98nPnb5rqj2/Y7GPj8+ZM2e+//77Y+duJPCbxKLBkT+vTZ06FcDJkyffePHczy5of3HNmucXnxcZ++mEv33U4dKadevWOTvX7CiQlZWlVCr/GwTG4XBAf76ODzABcCLwtL9d+XQcfBa3t12Hw7JVRqWFhHSCdO2R7GtTEz4GLUlSpv+avtcPf/JQ68WHQ5OlaCGEscF4HnZrqFbZ6jEF2qmvFb5fvJhZzT3L9Upe5aMJRHAMxGgeXOshqiGSQpAfitJmoJpAEYKChnjTAHFBiODAIlWZGVXy3iSniWWQt8g5ESPID3YJFUnC2Dro4w7jwYwfhllSvuflO6te4sWpH5Nt8kxXAIs7tJrVKhQo3y4f4SNSrfeZX/2wSsDir/WZ+/VvT96+o7lPAzEpJS58+m36WgJnQA74AjZAK2AUIJDicF/8MRbJCjXvVOoTABE5CYL9E7yOz/O3dE4Y+NOyoEEdlkWM2/4YAI/D6hvqcnJ28+Rf27SVJqyaOapv375SqXTu3LnNm7+3HnZ0dDxz5kxOTs7cPb+kNXXo92yve/jsiff2/Zn2NFNRNDJi55Kcm+ciro8aZXJCXpHk5GRra2s7u+q2Jf4yn09gMTExSUk6VPm6f+A60Km3XQdXwfvNzUJdye2ih04822wdzaFSAbzmq2zOXct/crvoIQAS5KDnUx2pOVbo6Yc/9Ch6Q+fCACAfR1QoAiYDrYBQYGK+1rLL069lOlo/SGSq31nC2ES9M3bwUPwCIWqklCeyIOTAmg8PAXzEaCxGfS2lu1QY8SGXdb3RPjvh27f4xqg2PUqLcbYJaAxHZMjMx3MjPzQD3tz6maVltPdczleNgoD7wBBgqz33yt6A1VJ2zTHZu9i0GunQv+ePxsfekSSuPst1n3Thm13Rba3oB5mz3qwOxdyu+GEAwiVIc8CrEXg4Hqm10J4LcWPMHHhjq+PRGR0vr51Tr3s7Z7+lDfta8oTfBXaJ6bvsYbSu1sTzSbnvNwCtxbxJXbzurmwfuaiBRcaVdu3aPX36tGJbQqGwe/fuW7ZsSUpKuvrknv/EvltZ8T4nFlh1bxwdHR0SQr9qX5Xk5GQzdV/4nMa+69atmzPnHkAbiiiMQ0z71m3k1Foj4+RvXsgS7hZHXyyMcGR5CAhxqu7lEcd02sheZ+Tbjit+9hF5vJIniqjWdXGZAA+AGm/j0NoeY2qhUlwuHQqj4U5iDFBx+asM2OTIe3MvJFzAqjSsT1Kmd34yeSKyOXS+g7+CG4BISZXw2gCUeP2CCHgQctzolz5ZmdHuyaTGyGRVcNBIxHALlPWrcsAfgAjMLeRc/tnW+OgTAHroRr/zS57/dfnBf7S8elcw6c+LEW/TDwaua29N4xRclVKdrNPT0dmad9m7ejlYfHQVaTjnWnomOlg3n+8x3onOXxuA172OQ8kndqgHgISWAKuiyeJ2OPX2rO1v6ewptfuqTkuja1V67cInJze9urp8aGBFD24Dp6Iypx1J69Wr16lTp4YNG7ZpU3Wnrv1LLF26NDEx8eBBk27afwczLnLEx8er1WrDzkNiYuL+/fuBl0ACYLwQD8STFLU5Y/+v6Xtt2S72LDd7dq0frS96c+sDmJrf/IHqXAtBn6pN9BZPvqv+I03mWBdHxfi4gcuHpyt+yMLPRgJLwxwS/hWiRhuQAvNyNavaR4+MDDnEqfBMNqXvr42utOoCIIZTDrZ5Ibiqx0QhwuuKvKuOo7yEblIOla877ID3IZ1JKApwvDMiaZvIRGQvEf2UiQ2OFzdo073HP3VtR1vAQF0HW2uhoJE0wJS6Iosf3yh6AIAAESzx72LbYvDzaSGd80UiVqvvb24YXd/FWvDT6dfnn2SrNOSTJqcdeDRG8eWQFFnudVLVVlMH5YDajYd40rt7C9jcX5oM6+EWPObM7lNRmVd+aGMj+VjDgKaud+MLNoUdD8CNHZsHDBkypFWrVrT1fCJ6vf7mzZvHjx8/ceLEtGnGAfb+KcwlsIcPH/bp00eey/Zt5KRUKt++eheCWXXx8hUmA+eBFcAeIB8gACugsJVg0HDJQiu2A7vKLbUVDt5XtjhN9zKY19bISZYAoaO01uhTUV0GpGihQZpRYjEuAy3p/PM4wII01bzvEzeurvN+U5IEeSH/Vqf3ZyXSMBg39qN+Kb6wgvHRWKW4PdiW/s+/wGPioqTJJdSN2ljHg2sKptdCW2e6bhCAGE7J2lgTAkdv0eRf745d1rENj1PdUN/f3vb8q0c3i6IqakwH3Z/vbsxLXGMtEDZ38GaBpafI395FTnm9VCTE7e1CAJOnK2eeuPfuHXr3YJ+az9myXTf2zsKz9cOqaYs0cZDFQTTiwVIHRYGaNkzQRzq5BFzpMrvhmSWuE8/eX9WxSK6OTSl5lVGamCN/lFToiPl8ePLhcfjw4b8ssNLS0gULFhw/flyZ52WB9mrUNt8Q0SwCS0tL6927d8t3v7uhbUF0HBeSjnDjwaIAL7PRpww2jggNxnov9NRCloprd/F9bW6ALZv+gKy+oinJ2mf31WevKw/ttH9eMeuKcl+67nU90DxoEYJYEGmQyfuwgJ6F1VrkA75AIiADxAABcPD+CyEEHDkVjkE4lntBQHrWMb2nbAUfCVy1oFlp4MMrke48YgAjnPr0sGs79uXCJ6WBlmhbhIuD8HEEmIYbkZjbA4et4UtC44KWkaofJln8QltVCL+rlyJ0wh8X9g6imaQZ2HDnYU6ZfEWX1qOvzBvtMlDCEt4reZqgSCnRlflaOq5vOmSiX7uK1kkDbmzhNo61sSYAHNtfyZW4cUNWiw6vfO516WDTbLnXdEe6roykqKp+kwAK8cqd42PB4vlb1rCspyPJobd+4+mbW+hbNZqzngdXPmrxEMyHuz3c+fB6hgZfTei8du3a6usxRVxc3JgxY6IfvRYhUItcueVvLZo0KT8s4h/HLAJ7/vy5+F2IwSK24qmKtggYjVcVTzoVwEYAGzVR0Es0yVRtXII/12rvC83ddSVfV0wvJLN3lc73x5Wq3ZcBPmqX4IoluuTjsAwP5XhCQQP8HBjo6+zsXFxcTFGUWq1WKBQAysrKSktL9+Vqj707b8GW8lncYl2pAtQhhPJhxYclD5YCWPFgyYel4S0fFnqoFXiuQCwbUjas2ZAaon9y4VCgfWLqE9lwLBtI66ZqUwKsEm5m615g9wvszkQkC9xiJIoJy1NUDyeEpOCyGiWgUETmGrw/88j0s/KwV5r7EpaVlGVbpM8hod//9EWwk/3MVsYjwOwyWafdR5LeicRotJ/4U8Tl7MoMb+lQp5tXwBL7Dk3tvaoeOEZS1OnU6Eub6F307WyJV9HC67f038681eRRhKewVpG2JF9bxCU4veza97Bty2PxKFAK5AlhvCIngmNP8YQSMr/TpZWjfJr9HDLYwUSgkatZcS+LSkIRAaAWKsVXzMaGYudR4du39+lDM1+onrS0tB07dhw7dqygoMDPz2/KtNGhoaGhoaG+vr5mPcfILAJLTU21qOKqbaB8XC5Ddiw2J+JMCZI54M4p6BjMa/OVdJmpOm1YTgqyLFp9rRH/fei1B6pzYjSxrBSJ7SNKvGZDmoxJVtbiYcOGubjUnzp1l16vl0gk1RvOlJWVlZSUaDQaiqKUSqVarS4qKiopKSkuLi55T4rhn+KyMttEtoPDHZXqWnFZWXFxcWlpKaXnsyEloZpkazIq8Mw3P90pu3+ly6xgm1pXs+LWPL/oJLScYNuCx2Yvf/quK3fGPdWfWforjXitXdm+J+Tr95Queqa5raRkPEIQxGvTRjhIQZaVUYXuHP8sXVKKLm7WhRutPdxD3T52Dodi4kafOGdDjgnGejYsNVRWoea0AjN3tBwdYEU/UgDAIogGNu6ZWTQ+QQbYbHTpyLa2JNp2cG/gYWUtcegX6nolNjf8fvwPLyIpCv2buB54GNwem+pjcvlVpUiVI1dGFvcWTW4lGPBzylf10n/4oUHvyX4dqp5QszzmjNCkKxDp4uLSo8cneW2Xk5WV9dNPP+3Ytp0EOfSLLzZu3GhrW9008p/FLKuI8+bNu7/GJhTzTBXIQ8xBhFAIBhoBTkA6oGTj1I+2F7w49OaYAC4odoXL1223jTaESt9SOu2xMiEIT42KFeNiEsbYOhHjx4/v169fcHCwqfjJ5kAul0+fPj3rj8RddVdmq/MEbF65u42B8fHfv1TFXek6y8eCxtvK4uA3c6XH/LlN5WSJiCXVQTM816MBr30wv02M+mYjfqeeoglVrzouX/eUvzth1vtRQFR6Vsvt+72pcBsMKi+jh+wRpNSYPdXcPElRdoen3bmvD/CvdlLXUDWrfcPxnSrtXmQUKHUk6WEvPh+d3eune98gvzwI7A64tRJ1+Vr6Y/kWXIz6xqbSKV5Wks3NvmztWGnR63Rq9MAbOxojm1MlxjgF7SNYlpS9k0iqWzityP79+ydNmkRpdLPmz508ebKrq0lXdzNhln2w1NRUw6netKhQeAxtKQwDlgP9gGbAYGCUHiO/L+yTrTNpndBF+JUPp+HS4gEATss33VNG1PmwAqFDcT4OJmBQLALfYOiCxRNTUlKWL1/eqFGjz6kuAGKxWK/XW3Gkx99d7PB01MT4xVSFQIXDXnyXpH0d0WM+rboAKHUaW5YLADHLkgCLC4EfNzRWc/tA2XIdpT0mW6OjaOzHfbkh7+SKt0XFZWpNvlzZYddhN2pdRXUBYEPMgjBfVd0aw66ECFIgr15dADhsFMmN7aHcbIUe9mIAPRs5h9axevMhlt45DLXn2IySLKu4wd2A32GP/Ss3Vfd2F9ZuiLuSpShudf4ni4PfOB/97kTKY0ehMAebq7arwIuAet6frq64uLhJX493cHC4E3V/5cqVn19dMN8Q0cPEEPENTp3HUBLtgapBfAZqKdnCoh6/27+ivZZDcIUsiUavBnBcvt4DBziwykVYIU5RFg/at2/fv3//0NDlzs7O1ta04ak/BzKZ7Nj+o40sAuIEabcfRU6aNOn3rFNfuwws1JUMfzGTzVNFdJ1vavqhI0kdRVqzKhnarrQ5S0Kng5YH4fi8oHOK7f3Exu7Y7py6jvqgoPWHlVSphMeVaEc6o6p5CsGHe1Recs9aJkPEZSqK6vrV/Js7dBD76p+5c/saR+quCAu8EiSdRFc+W/e91VHao8ZGS5e3EPSd9bDX6mcXCjUyNsGytnfIri3k662IVOO4dyRUGVgyunPnqvWYIj4+fvCXw3755ZfPOSY0wlw9mKk52EP8SKIvMM1EKMkRMlKypNA4ZFo5/URTX2nvX1MetGTZJWN8oqV/iy8jd5+YkJWV9ccff3z1rUe50QAAEhhJREFU1VcBAQH/RnUBkEgkuw7sbv9tj4cPHzZo0ODIkSNb5EeGPJ8e/KC3l434Zve5ptQF4GVJliXLnkMYbx+xwDFEyfXnNs3W0/Tw1izHJTbHQ/ndQLFK1TySxtwWACRouuElzZ51Od3dgp4+I2v8jJ4eRKGMvgkDKg35Cof2wK+FqMN625tObJPRGn25jRdZHx4p+IUkiZf9V10LnVwUm+Tl5VWCm+XLswrEZuLHFwjtOcLy559/NiSq1epNmzalplZnMzlw4MB9+/b9G9UFc/RgOp0uJzv3Br6tus8oR04uYoECIMl0BfyX2ntzCjopqTIAWkqjhgKAilTooQUgEonC2atGThnZpk2bXr168fk1H6/6mRk+fHj5a09Pz5UrV06cMOFxn8U1npUaW5Bmy65uFVtDqTgUTVcgJ0u+yQ9RUCHATcA+H73Y+NYTxiFc3LD8ZrZnVF5yU3t6X5smdl5WLItLV9XdOlfnPO/syCqRVxe+YkBT12VpV9sKBufqU3aUzgnitQ3hd5GwaIKxAqjPa294wSZYXlL7HS2/6vt418hpg3/bFGSF7qW45erF6d+rV48e6+rUqZOYmKhQKFJSUhYuXJibWKTRaGbPnp2UlOTq6mruk77+Gv+8wDgczp27kTk5OXq93iiLy+XKZDInpxp8jXQ6naOjo6WlJQA+ny8SiQBIJBIzxV41N+PGjYuLi1t1+tzJDjUchBVXnGXDqk5gky03TMgLHiVdbDSMPKcIU1DBwJUP44JDuWjhink8VAodxUdtB2pa18vrU4asteLROJKxCGJBcM+Bw4+kxovsTP/uu7qgRFGdK/HSIQFN6tj0+flE37q+lgL+vew7e/Jmkjpea8GAMRYraGPWAxSfzQEQaufZz9Jfp9PFvrx97dq1jh3nBQQEAPjxxx/7dx9kw3biEyIJYTVItFRtoTh9ek+d/2vvzqOaOvM/jn+zkECAkAAiyCIYxBWXwdYOorghomJba2vrVsWlLhW12rFU21F/VmGqtmgVF7A6LThVEQcLYy1VrHXUAdfihggooiwCQiAkZPv9ASrEEPJbnorweR2PJyY3GM7hTW6ee5/nenuHhYUtXbr0s88+M/ZlXzAmn8H8/Y1cGqs9i4yMdI93z5M/8rI1dcp2rrzUkWd8hfp6Em4HG640T50lFTYJTKmvIbJrtNc9gCi0kDZ4UZMZPTV0qZhiBvjwO/3jo8PDPxztZuT/WtwzKKui0KvHr2fTLXv3NP4JwsOdW6kwtTwWEY35k3N/L4mn1G7TmBFEpNbqTuTmbzp9ZlqOt4+FX67mKpf4Q63emWXbcKRLT/qnM2jX+73Vd99fExMTZTJZZmamTCbz9vYWi8Xu/G5f2Kc8+3b0lecvpnw2aePjuset9pdvq14Xsc0QCoVKpdLBsoUz2QsU5V1MvoMRkZ70j3UlBncKOSKiW03v66ugk43/raCrWfTahsUOK2Y67UosG7vuqyMjFoW6GzlGv2vQ+84X7QYOOVp2X2R0t4vPJ7VWV6fRmT5Fa4Sv0/WbFfW3LXjc4K5dgrt2ufyweOd/Lm3uMZ7H4S5MTlpZfqW+Gf2TdzAikghEd9/5slBRcaeq9E5uyZ0rGclVKVkVhdnqwv+oUl8VNhwHs+bYLbaLia9e5zrMZuHChRqN5g8eMTZHa1m2rW1TKBTaWpXYoplzCp8oqa2y55naf/6q8gMnnvtgyybj77fUGUk10UQGc8Z8Gk+lUVDW7/TqF4scVsx0IqK5bzlsXOay5Px+IiqurcqrLm38J7/6UZhPQG8br4CRxt+m/h6v6dPZznRdRJR1r9LbwXDAqZ9Lx5jXR4f4yEZ19Tq/4P1qq1tX607VPyRsevUmV5G0q9ipm51zV3HHuzVlNyof9BMMc+A2GWrPUB273OHH9evX+/n5/fyzkbUVXrhWV3ybVFRUZCewulCW//QeiUD0/MTHMlU1x4pTqr0v4jRM8RRxxU83qyPlWeXRrxxONR7yfqjJ3VG1XEdvExlcbkJaRwUZZMMhIRFpqWrdhx0iZj07uz80ULxs4y3hvrl8gU4oMDKiy+EQ5XLWRalXrTDc+9p/UNvcmqSN5RYrxg4wNaJrb2U1tpv3l5lhXzme4hBnxLG/3aoqUmjqVFqNRq/V6fWWHGsbrsSGI+0tCPraYboLr8nYTJE2b2fVxztitowfP37YsGEhIYanXLcGCOyPIBAIPHy7f1D47PNDRUXF85vpLS2SJRuTiaqqqgw2s+TU717qV1aMs+bY1VenI90j7X09uRqbAVTQzVP493Wdqmq0RCS0sB/8pyY7qN7uwomjxDdyVZcP+DS3SP3ZqzUBM3J69+K+Ma7JoGLmJe2K8JYDK3pc+/w7mIGPAl7dnXF5vzzSgiO8Ulo+0foTT6teNhxpfVfPH7F4SqVXbHo8O3zlvPnz53t7e+/ebWTSd2vwclxdBeRyuUajUalUQqGwcZznzp1bunRpSckeotFNn1FM5Fqa3stR0uzv0DqNzua1rBO7ZQH9m/1wGJ9aMfPze9cuWnaVNewQPnio7+6rLtodKhK2sA4uf1Li7WXzvKTGR+fr6fX0yvZvrzwoe9t62WhR2PMXx3ieRq8+oYw/XBM9buqotLQ0jUaTmZnp5mb8mtEvHD6DvRxsbW2lUqmzs7NUKu3SyOTJk1NTU11c5hAlNX3G2DeH2znYmdpDEfC5k4IlG+IMh0wamzJGOnWs/ZKPnw3KH0rSCPjc87fLUy4+3JB0c+7OCykXH+aWVGt1z35TP5LXXcgt53N5HnYtrBDM4dDxme9xuboM1bFaXbOrgBCRljRyXfnJ2n+El/kX+KennEm6e/du8YOSQ4cOtdq6CLuIbYCfn19qampISEhRUQ3RVCIiWtnF7fqeNT4tzsPYFuHWYVjW0VNVoYHNvnWEvWE/fG55cTF17EhEtPADi/x76hFrT1kJeAHdHR1sBbNjLtSoNAqVloh0er1eT1YCnrWQr9ZqVRqtSNDCz5i9yHJQZzfZ8AGf7hkzSjRdqa+p1lUq9FUKnVyhr6xpuFGl4ars7Oz8Bvol/XX/oEGDtm7dmp6eHhMT83+c18wadhHbiBs3bgQHBxcUfE7kSRSckSAb0NP4mqQGwqMKr2TXnoozdZGh8KjCmIOPKgpF9efZbtupCV9et2l63yVjGyYCa3X6u6UKAZ9rbcmTiAT1YQ/5PH2Is8+6oMDmvzARkVqrGx4XH/b5Wjc3txMnTkgkEolEYvfE09uNz/GtqKjo0qXL66+/vnfvXnO+xxcIgbUd2dnZI0eOLCgo/iaiw8JJ5i5C9udpt4cPtPniwxaOvw2ddUfWSxkXIygpJTdvxeHlg8b5tfCU2F/yVidk3//kQxPbXHxQNCsx1XvQ4ISEBPMPFq9cuTImJiY7O5vRWmv/j/AZrO3w8fFJTk62tOS+0sus9y4i0uko83rtpFEtnx49dohtyjEtEY0cp5wS4NliXUT0jr9bjVZ5u8zIeCkRqbW6qFPnQg6kzF+99uDBg+bXlZqaGh0dvXr16tZfFyGwNqZfv35HjhwZvzjvwvVac7bfl1zu7SHo49PyabKz33RwsBF276csfyDcPKPZCS+Nia0sQvo7f/7zr88/dPZeYd+tsb9ZWF+6dGnuXCNTSE2Qy+VeXl4LFhguL9k6IbC2Jjg4ePuuH0LD867daeF0QSI6flYe6GfW/EWpmPev7V63buu2z+kvtTb3WrXTAzv/eLPJyuS1as0nP52cmJy2dtuOo0ePdurU7PoFzZk0aVJmZmYrPCvKKATWBk2YMGHTln3B83Oz7xpZ1L4xFyeL8krDSQ/NsRfzLXjcoD4tH2J+KqhPR7E1L/VWw+yk0/kFfbfE5Tq5X716deLEiaafa0IrnKPUHATWNr333nvronYFfZCbe9/UzMjj/5bbWpv7M2Aj4nq6Wvj95ZczN8vMfAqPy5ky2OOL9H9XKlVzklKn/XR6y/fxBw4ceLGTIP9IGEVsy3bu3Bn1X+HpcTIPZ8OdujeW5Kedl3eQ8u8Xq6VinkKpU9XptVq9t4dw/SKXiUHNHiCevaYgLqn8zLph/t3MiuRmodx/5UllnW7mnLmRkZG2tmZdPrPNQGBtXHR09LbNK9LjZJ06PBum27r/UXRC6dcfu44dLL50s/ZBqdpRwnd25FdV6w4cf/ztP8t1en3kYpf3Qw3XdcrKUQ6cevv9IV5bZ/Vr7gzGxrQ6vevcFD3p10R+PW9es0tftmEIrO2Liorat3N1epzMyZ5PRKcv1gTPz41c7BI+2fgwt1KljztS9rdvSxVK3ep5HRe+27DZ2p3Fa3YUTQvsvHdhk8XlH1YoHWwFAj63+LFy+XdXP32zRw+3hrep9Ydvxp6rSUxMZHSB1tYPgbULa9asOZwQeWKXzEHC7/v2rb7drPau9Xhuzc8m6tT6736siNxTklOg4vM4PC55uQnGDRFv/u7Ra13tr9yt7OlqGzXN97WuDuLpRzRaO6LHXA5Hp3eTdSzP+SZEq9Mvirt8tsQ2NTXVnKvgtVUIrL2IiIj4OTl6wTuOq74puvSDT0cHc4e5qxW60gpNRZW2j48ln8dJz6wePufOqrd61Gl0357Mr1SoVWod0UdEPkQCIhuiv4zuX2tpwasW90xMTBSLWz5Bvg1DYO3IrFmz9uzZs3l5p6VTjV/dyxzhUYVnzmsyIkdwORyVWjcrJjP+tJhoQ6NNionmhYaGHDp0yPQq5e0BhunbkdjY2LCwsH+erFIoW1780KjiMs32A2Vbw/rXX5BFaMGdMNCV6BrRo0ZbHQwNDUlKSkJdhMDaFQ6HExsb27X/u28syVeq/jd7Lm8uzZsS4NF4gH6cn8s4P2eidU/uOOrr+yA+Pp7Ha2E6ZjuBwNoXDoezY8cOqUfIuyvuqjXmNvbn6bfth2RZ+F29naeNnOLb+CEBnxs+xpsaVuG97OJyNDk5ub0d7DIBgbU7PB7v+++/14sDp62813gasoHc+3XHzsiJ6NeLNed/V6x92zd7y+ii2HEuUsMzg6XWAmpYrPuHbdu2eXp6snvxLx0McrRTKpVq/PjxLsLMPWvcnx+v/9dv8ikr7ltb8kqrlBotbQnrtyBY1tyXupT3+JWIk1rtPqI5ZWX37e0ND0+3Zwis/VIoFGPGjOnhlLX9UzeDxQWGhOUEdHZfP7n3mZtldRrdsN6mRh2v5FcGrDlbXT1JJkvPyckxsWU7hF3E9kskEqWkpFwr6rnky0KDh67nqgZ1dyCiQd0dTNdFRFwuiUQiolQ/Pz9Wr/WlhcDaNWtr6+Tk5NM33Fd98+yysRnXFOWVmle9zd3T43E5IpFowADXGTNmMHmVL7OXY9YasCORSI4fPz506FCRZcmns50i95Ss2la0cXqfDmJz51xxORyhUJiRkcH0db6kEBiQo6NjWlpaYGCgyKp083elu+b6hQ33NP/p+aU1OKbcHAQGRETOzs5paWn+/v46DTd0wP/g3NwHFbWzYy7Exh9m99peavgMBg3c3d0TEhI4QvEvv5ta67dSoc4rqcnIqfjpcnHCb/cmfHl2wbJVo0ePNvGU9gzD9NBEVlZWUFDQomGORFQmryuvriurVpVX15XL1fU3rEQ2Dk/Y29v7+vpGRERwWlxDuL1CYGAoIyMjLi7O3t6+PqGnN+r/brXXkmydEBgAQ/gMBsAQAgNgCIEBMITAABhCYAAMITAAhhAYAEMIDIAhBAbAEAIDYAiBATCEwAAYQmAADCEwAIYQGABDCAyAIQQGwBACA2AIgQEwhMAAGEJgAAwhMACGEBgAQwgMgCEEBsAQAgNgCIEBMITAABhCYAAMITAAhhAYAEMIDIAhBAbAEAIDYAiBATCEwAAYQmAADCEwAIYQGABDCAyAIQQGwBACA2AIgQEwhMAAGEJgAAwhMACGEBgAQwgMgCEEBsAQAgNgCIEBMITAABhCYAAMITAAhhAYAEMIDIAhBAbAEAIDYAiBATCEwAAYQmAADCEwAIYQGABDCAyAIQQGwBACA2AIgQEwhMAAGEJgAAwhMACGEBgAQwgMgCEEBsAQAgNgCIEBMITAABhCYAAMITAAhhAYAEMIDIAhBAbAEAIDYAiBATCEwAAYQmAADCEwAIYQGABDCAyAIQQGwBACA2AIgQEwhMAAGEJgAAwhMACGEBgAQwgMgCEEBsDQfwNIB6w6IAMD7gAAAABJRU5ErkJggg==" /><!-- --></p>
</div>
</div>
<div id="color-key-place-and-size" class="section level1">
<h1>Color key place and size</h1>
<p>In case a single attribute is selected, by default a color key is
given the side of the plot where it leaves as much as possible room for
the plotted map; for <code>nc</code> this is below:</p>
<div class="sourceCode" id="cb8"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb8-1"><a href="#cb8-1" aria-hidden="true" tabindex="-1"></a><span class="fu">plot</span>(nc[<span class="st">&quot;AREA&quot;</span>])</span></code></pre></div>
<p><img 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" /><!-- --></p>
<p>but this can be controlled, and set to a particular side (1=below,
2=left, 3=above and 4=right):</p>
<div class="sourceCode" id="cb9"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb9-1"><a href="#cb9-1" aria-hidden="true" tabindex="-1"></a><span class="fu">plot</span>(nc[<span class="st">&quot;AREA&quot;</span>], <span class="at">key.pos =</span> <span class="dv">4</span>)</span></code></pre></div>
<p><img 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" /><!-- --></p>
<p>The size of a color key can be controlled, using either relative
units (a number between 0 and 1) or absolute units (like
<code>lcm(2)</code> for 2 cm):</p>
<div class="sourceCode" id="cb10"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb10-1"><a href="#cb10-1" aria-hidden="true" tabindex="-1"></a><span class="fu">plot</span>(nc[<span class="st">&quot;AREA&quot;</span>], <span class="at">key.pos =</span> <span class="dv">1</span>, <span class="at">axes =</span> <span class="cn">TRUE</span>, <span class="at">key.width =</span> <span class="fu">lcm</span>(<span class="fl">1.3</span>), <span class="at">key.length =</span> <span class="fl">1.0</span>)</span></code></pre></div>
<p><img src="data:image/png;base64,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" /><!-- --></p>
<p>Keys for factor variables are a bit different, as we typically don’t
want to rotate text for them:</p>
<div class="sourceCode" id="cb11"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb11-1"><a href="#cb11-1" aria-hidden="true" tabindex="-1"></a>nc<span class="sc">$</span>f <span class="ot">=</span> <span class="fu">cut</span>(nc<span class="sc">$</span>AREA, <span class="dv">10</span>)</span>
<span id="cb11-2"><a href="#cb11-2" aria-hidden="true" tabindex="-1"></a><span class="fu">plot</span>(nc[<span class="st">&quot;f&quot;</span>], <span class="at">axes =</span> <span class="cn">TRUE</span>, <span class="at">key.pos =</span> <span class="dv">4</span>, <span class="at">pal =</span> <span class="fu">sf.colors</span>(<span class="dv">10</span>), <span class="at">key.width =</span> <span class="fu">lcm</span>(<span class="fl">4.5</span>))</span></code></pre></div>
<p><img src="data:image/png;base64,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" /><!-- --></p>
</div>
<div id="class-intervals" class="section level1">
<h1>Class intervals</h1>
<p>Color breaks (class intervals) can be controlled by plot arguments
<code>breaks</code> and <code>nbreaks</code>. <code>nbreaks</code>
specifies the number of breaks; <code>breaks</code> is either a vector
with break values:</p>
<div class="sourceCode" id="cb12"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb12-1"><a href="#cb12-1" aria-hidden="true" tabindex="-1"></a><span class="fu">plot</span>(nc[<span class="st">&quot;AREA&quot;</span>], <span class="at">breaks =</span> <span class="fu">c</span>(<span class="dv">0</span>,.<span class="dv">05</span>,.<span class="dv">1</span>,.<span class="dv">15</span>,.<span class="dv">2</span>,.<span class="dv">25</span>))</span></code></pre></div>
<p><img 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" /><!-- --></p>
<p>or <code>breaks</code> is used to indicate a breaks-finding method
that is passed as the <code>style</code> argument to
<code>classInt::classIntervals</code>. Its default value,
<code>pretty</code>, results in rounded class breaks, and has as a side
effect that <code>nbreaks</code> may be honoured only approximately.
Other methods include <code>&quot;equal&quot;</code> to break the data range into
<code>&quot;nbreaks&quot;</code> equal classes, <code>&quot;quantile&quot;</code> to use
quantiles as class breaks, and <code>&quot;jenks&quot;</code>, used in other
software.</p>
<div class="sourceCode" id="cb13"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb13-1"><a href="#cb13-1" aria-hidden="true" tabindex="-1"></a><span class="fu">plot</span>(nc[<span class="st">&quot;AREA&quot;</span>], <span class="at">breaks =</span> <span class="st">&quot;jenks&quot;</span>)</span></code></pre></div>
<p><img 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" /><!-- --></p>
</div>
<div id="how-does-sf-project-geographic-coordinates" class="section level1">
<h1>How does <code>sf</code> project geographic coordinates?</h1>
<p>Package <code>sf</code> plots projected maps in their native
projection, meaning that easting and northing are mapped linearly to the
x and y axis, keeping an aspect ratio of 1 (one unit east equals one
unit north). For geographic data, where coordinates constitute degrees
longitude and latitude, it chooses an <a href="https://en.wikipedia.org/wiki/Equirectangular_projection">equirectangular
projection</a> (also called <em>equidistant circular</em>), where at the
center of the plot (or of the bounding box) one unit north equals one
unit east.</p>
<p>Proj.4 also lets you project data to this projection, and the plot
of</p>
<div class="sourceCode" id="cb14"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb14-1"><a href="#cb14-1" aria-hidden="true" tabindex="-1"></a><span class="fu">plot</span>(<span class="fu">st_geometry</span>(nc), <span class="at">axes =</span> <span class="cn">TRUE</span>)</span></code></pre></div>
<p><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAASAAAAEgCAMAAAAjXV6yAAADAFBMVEUAAAABAQECAgIDAwMEBAQFBQUGBgYHBwcICAgJCQkKCgoLCwsMDAwNDQ0ODg4PDw8QEBARERESEhITExMUFBQVFRUWFhYXFxcYGBgZGRkaGhobGxscHBwdHR0eHh4fHx8gICAhISEiIiIjIyMkJCQlJSUmJiYnJycoKCgpKSkqKiorKyssLCwtLS0uLi4vLy8wMDAxMTEyMjIzMzM0NDQ1NTU2NjY3Nzc4ODg5OTk6Ojo7Ozs8PDw9PT0+Pj4/Pz9AQEBBQUFCQkJDQ0NERERFRUVGRkZHR0dISEhJSUlKSkpLS0tMTExNTU1OTk5PT09QUFBRUVFSUlJTU1NUVFRVVVVWVlZXV1dYWFhZWVlaWlpbW1tcXFxdXV1eXl5fX19gYGBhYWFiYmJjY2NkZGRlZWVmZmZnZ2doaGhpaWlqampra2tsbGxtbW1ubm5vb29wcHBxcXFycnJzc3N0dHR1dXV2dnZ3d3d4eHh5eXl6enp7e3t8fHx9fX1+fn5/f3+AgICBgYGCgoKDg4OEhISFhYWGhoaHh4eIiIiJiYmKioqLi4uMjIyNjY2Ojo6Pj4+QkJCRkZGSkpKTk5OUlJSVlZWWlpaXl5eYmJiZmZmampqbm5ucnJydnZ2enp6fn5+goKChoaGioqKjo6OkpKSlpaWmpqanp6eoqKipqamqqqqrq6usrKytra2urq6vr6+wsLCxsbGysrKzs7O0tLS1tbW2tra3t7e4uLi5ubm6urq7u7u8vLy9vb2+vr6/v7/AwMDBwcHCwsLDw8PExMTFxcXGxsbHx8fIyMjJycnKysrLy8vMzMzNzc3Ozs7Pz8/Q0NDR0dHS0tLT09PU1NTV1dXW1tbX19fY2NjZ2dna2trb29vc3Nzd3d3e3t7f39/g4ODh4eHi4uLj4+Pk5OTl5eXm5ubn5+fo6Ojp6enq6urr6+vs7Ozt7e3u7u7v7+/w8PDx8fHy8vLz8/P09PT19fX29vb39/f4+Pj5+fn6+vr7+/v8/Pz9/f3+/v7////isF19AAAACXBIWXMAAA7DAAAOwwHHb6hkAAAb+UlEQVR4nO2dd0AUR9/HZ9txx8EdR+9IVbAgRbEiRIklGktELNiVaIwFG7ZYYjQQNVETo8S8aiSJRk2ivpbE9mLUWOIT8mjUWCDGJIoRLOFBFMR5Z3b38HjcY8BwtpvvH7OzO7+d3fvc7uzMb3ZmAaSqUuBJn8DTLgqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIIAqIoBoB2mQiZYvxUc+IWuVbAhAwkbJFs9XHnw0F/9sSgApkHW0KepsBdLgm+T1BNbIIIEml8zWB35pJo4Ag3B+mmlFiLpECKhjCxJ0xn2z1gFY7O6+pKt3KAZ2OZYYWVmlh5YBUIHSQUcoWVg4o2kTKFlYOiCwKiCBrB/Tj4u+qNrByQF/4jA1eWqWFlQOKOARz3au0sHJA4d/DXNcqLawc0HrfcSELq7SwckAw533FQrqkws1S71CN8ntyeryP+e8rHHXcotrI7zHIMoA255Is7FbWJL8nKMsAAur0sqotrB1QSmT4N1VaWDugVzcM1gRP+cJ8r4a1AyL2alg7oEW4T+Ps3GAADMoW1g5oBQ5L52t8R/dUtqCACL0ajwTo5NbvTvxe9Ag7/gNZBtCeP0i9Go8C6H5gQqsGXlpWZzB4BwQEuzVt1z6xT0rqyzPTkRbMfC8zM3MJio2dhtfTJ6DVTzfMx8GG9za8uWBB+oy0tPGd05DGpojq/iIKWg3H0Y5dUlK6JaQkJXbvMn3wAdODWrZXo9hs+qMAOhYqLvi3rl//PTc3sv6R3Ts3fJa5CKTiHz3RrgH6oWNQzNAIr/fk0Gq/HgAFiVou0cl3Qtrc9PR40GB6evriTFHTGWFhppCMo2OYBpmzudD1Kzy8VJpKpYKFejUaAv8VcGEg8Mk0Y/EogPa1FBd9HfBdls3KnbblQLqPvVNlM68JOPxMg8Nr+LSLmV3w5QgxraWDA8OqdsqWcWDubvaYGI0EzYu+5fpfi2oEwpzKTQ5qGUA8ULlxYWz9lsFMG2WLRwH06mxxcdexe6jasJSVt16Tz8x7grzBaT4Ol+lwmMfIwSQPMa1+Erz0YwI/TbLUDi7tGSJFBxk8hDn7+Cl343ymgB9NDmoZQLbO0dHBwD06OtpNq2zxKID44LMoLHktFARmRDMgUdr6s0zKa2KlrNOdcPhvnHgRAcoSLyjoMwaHo6SVc8xVuJ7TD8UI0sH6hWx0kmb5YibZb4HJQS0DSIsu4vs2X6PYTntlixoDujE8ktdx2yF8m/MIK4dFgz4U3hMT9gmSgeck2dJmKw6nih7NwzwK/kCAzjLSiS3HYTf3EbPQoo8fCm6N1KqXDlHzHq4wR+ufoOJ6R77aweS4lgHkh899SR4KVtVTtqgpoEJtr+N7rg8V5p7X28qbggfvfnfjS1Fpquzsk3l5+R5p8nZOLFVe98PhLkwvH8H5N7iKYheYW3hrlsaLRf+efoZofyOBcxemFqlmwXma5gWNNOw7tnceHNgygMZo+63Dy/tH/YcpW9QU0FiQLi4Ept5meZMzx9iCuh4sEASWYRgAGIYXbLWOgLfRGuy1vLe3wcMLX0GolHpfywKblttb1DXm19bm8izg4u0dEBrq58ifZi7ADKbb30FJQfNcmV7C+gcHtgygT2yBBvdqdAIt/la2qCGgX521wZdw5Cw4a9zm1uEa/A+6PuQzc0q/lJe9L2tVBti6ec0QbuTg1FTu5dY2KOUGmMu2u1u00YMH7tnyzj8BLdd2emrqkOTkUaomv+EbcD8/6oD7fIMQpApOenBkS/Vq3NyLy4CNO0rNWFQbUPmxlS8uKk+a/YNfo/Kcw5diHCocTZ7SPXVOKl2g/XLjmaLa1zYMpgxcXWmHs2DU0rMq0MVPFeCoC8CM99mx1yT729xwyPyBIu0a2jmc2jLrDdDc5mrF8Z9Ur0Z1AW33r9dhk79L679hBgAsB0DcLWOSm1iE/MH7SKuaL4xniqoxWzGgQxxcqYV34Ac2UsVmJfdn+dI+U0CI0LoAVRoY42PPLxiqw8dOSNCtLMJX6SnWE7xdcQJPqlejGoCOJ74LC+y5+HJ40S4DrQ9B9ZOyie78IXjy7Mp1AY6s1tvPp35d8CpKK8grEnZJu93BZ/o1BpThAK9wgInwby8mlGmxJZxkgAtUPS8PBHF/yQd6U+25pqXgt+MPeX1rN+B3z3gWj7dX41SKUfIz2rxK+3lN1Zclju8JXMPhi/XKR341UCdeCD1YJ4axEcC8KTNSfRyTOoaxsxOTcRktdyTdwGcq3lq9UdPkY9CoGWP3Lk543U7c32MohDMMLNuFc5cJ5RkGugW12I8QGgvMTdzXxvN4vL0a+ZlG2XxYpeGv6Zl1iy9pvTS372/2BMWphvY8A2ZJadpofJex+1DQOh4FacA2NKr8GnNRSr6My6S5ziiI7IyC4JYwP9kmHMJ7avG+Oc9cxovu3LUCPu2CCPUr3Rud6tmp5o1wtnV5pUDMpF9b45lYFNCNc+Xmkgi32IgXdCsg/NdHYuHpY18oAD4vSHVBTBMroFv4+yhsgGvTZS7irQP0HkERbboNHYEBjfVGgdtUVFhzuN1wSe11aIKduHdiHekIddrBKHzZrSq7GsdOzzp2c4I64yK8MqZV5qC6Pe6c5k7KZ2IhQFnNT8D8zgDYLzZjQAA07D2xBVoS7IDCQjDHQ8t+VxrpIP7hDrh0ezEcRz2a5UOYCjaiaDF4N21I19jGgc5MXl7eGuDbtCPr7+bgf1rMr6QObzMLR/bb9JeO0L0RCnIBw3oAVrwDl4g18s/qN8/8KWkATHpNPhPLABoCQj/eFO6YMr0rN1rZompAec6/i8vCqaDuTzAHqJrq+XxYksCmoI22HeM84/llOF2w5fuEAPF5eVF+2sPtqMLIMOwrHZtFRLD9Dhqz1PHoal7mxgosbmkdiGb90VP+7x4bowErleH98H8Bh7fIhPBkGDyluynt9xQ67bclBzp64cjFBNYQpU+EaaofDjDd8JbtrK2mD2No0R/449XDbNkqDSPdMz9w8u5fqytyiosyxnLcWV35DJ2QfAs26IKeU5znYFf2TVwA7HqT+UU0sfkIh8HNv4HwCkL+8jxpT8sAclxTUHAAXMJDEXhlC7OATvT1XXZ6HJgJc5oyQdsgnMn25FMh/FbVAqceyJrDNkTLgRx66MB+ARAWdQEtR6H4TpWcweoH/gOvFDkylI09zXK2qXdRfKHqWm8W30AJHI89JGNss7I+/Dw7m0cHKy33qXMGlWpCOcwOui/uahlA3TrdhWX238zXBPaOUbYwB+i8C4NTUhmeaSw9twP5EXiBfRNYC1lx+E0Cg+oJXiNxNDsCNz8kBxnSEgdjXrcYqVlyN1iDSqn9nPzitjevlapM3p4aw7uRjK2tLcMJAgOYYXUYgXtlGoSGQljuI/V8WgbQGdcG7/zfMJ7vP0lYp2yhDOj3Pq4TgyLxb2KbXZa3RcVLS8NMHB5g5QpoOncKBskFbpT9AfiBTrYXn/AohwGH5urF2O06BpFt+Avi6nJGkD3B8d53ewvROSjWV6yNOw5hZnZvVp9ZnueELAZ0FY0s9BQ7N9IgFkD1vzBj8BCggsNbCj92SrsNR4m+vwmqODmhtYu0fEHL+Bae0sdfkrfbZMLuDaXo7Zb2ZTIXCCd74vAXfw3jyzdGl8oNN3epdZLFqJvFxbixE9XST4eXWOOj6oyN/ihq3AHsmznkUtcdexxnisWcBZ32hje2f59nNr0yoNLdgQ5NEjRh51B8reRj3iz7wWAWrxs+NbR1is5pMQDoPsB+DU5At0UZfM941ZSrl030kqIl/b3z8g57sNrCoTa2dqwm3sHX2HXQzi42tiOTBQ8JkeLtc1XDzL4upvxriZ0tutTPo1K7LHx96Sd467vtxCTLDkWoZq9GcWSD/5Wj+e6AEV3Cs6Wi5M++DZrwTm6xfoFxl0rAPahagsqWvCPZWRniFYpQaWwd7bUMjotOIWnhPLsY3vfjb5Ut9QZ7jYdRv4MCFlWMjnqKV+UgtyRXh+EnUMy3X7r/bsnovQTZeox0eVlqKIK+TuygJvZA28LMUARTQL9ogENIp3dGouttFhNWHKXG92UHrwYu7dv5MowvML4vi53vr9pLDxdYzvxcrB+Qdyx7fdZE5rVP7NSnUf0wj5WagCpcOH3Ais6f3qob0h4LxUY98xvE7Y1fURjW/X7vlyZ7xW26GXQsYLpk9KeL0d/UWWotWgZQIFDbs26MWx1nEKBsYQLovk/attkDGqttmkMY0wSVKAO5i9ijpRoZ7TzgXOEMoWnsOdHwMKrqlPGMoLZ1dPH2Zcph40hxewNcKTaIPnw3yUc0g/sWHuPmS/m79JGWUWKFUDUJ3Vs60AHe/YnV/Xjndae2o1qoehQM93l1y38gvNB0pvG0wraJCws5zIbchzvAZBQb30TZwgRQsfo2XuTboSbVdgb/y81QqyvOYCOVpd01L/l54goM/BL7MOaxb21YmzEr1Qusgu+w/4O27GNxUTdPrB/GtZDybBNQqO0k5/81ux0vdujEjjNXhnFmvAep5jmB4Dh2EizZ2MUBVR/hmUXtdAkTXZbIFyi8bytdSk9Br8YXzXG4jav37UJfAYhd76EeDdicI9x4FP2R3QxvGFzw5sRAnNZOctrXdUY3UAp+d6RerLguPsRnOUl5/mzHehsbyuXOqPwu9mVCfxV/x6dro07C0wwTMPY8XCmEoFrVX4PbdcMvExRtnnS64qwu8+KfYqlejYmLv6tWr0bZrA3bItjfb81OiwWA17+0SzsXb/6Na3gEwjRcj4kUq0We3uifdZiK0w4yuG1ZLPaIFjKz4RFGbOTzYkfraUZ+cKaLlcRrA8JCW4Sr2RbNOFb2RgPssv1jNSM9vvJD+AxU6rs0cv2l0umdeKNuoBSzDKCOTPs6uGgl9mokxb/Y/n0fLat3ZvzEfzyVwRdINoN//mX0Y34WRh/Pyc09Dy7ADbxUn2mH79pLjOibfkdw9EN19QlHoWMvMTFMvqWnaNyXJwfzzknJMeDDrDYt1uk9EddyWCT+jnCgkh+wHzCsPQeEPh45JidXNBk9DOXKkoV80u2ZGOy0J/VqlNrgHqhbM7PhSW6SdEnvAGipkX4tN7OXq6CNCg8I8BBYnZoNiIzvNnBMXdeMzHUfAanC2JYFHo4qoLEHbhvH1nf21Yvj0M/6Cixggvp8ieLvSo3XS92BhgMh7QF+Qbubr5NG9PGX6UfuXn7s7gsJJtMHHOmp9uq3+JD85o6lnPY392InBKlXI1f2Xm2wRTUYudVmeAEWglMosqmrttXK4xUZ3Lx+Nff43q9WLx4zelJKkktAAf4FzW1+PNZ9Ql9NmxBf9Ke3fXPMpABUjTojNCm81Ui+udcYG2nclO0Huuoj2L3wktAHjuUCT6J7kBXdjKmjKk7sKmr8bjU50SfrtN/XRlzZJQwsgUf5oeLKfuZLz4CSHSlBmgwzVx9WfHPnwfBeuPSomYBK4W8Fhhcb747Rq/St0bKP9LIMjDCOeeSk53bd3tc8cBMlP4ZN0mrssesRjs2oyLizgymex+20fyAJ0OoBOLzFiNMz7GQ+E5OE/iDC0GrRKfPVcFS4RYTsDRqsd5A6InqI7kU4QXxiZhiAWCNMl1ysMMLoXvZ9XVzUCxMCpKpjPxXT1CWoGF54y/0cPPObZPXRhcpHerxO+30P/GjifzbPtx2SJysNT1DzAQEGgxZwseOvkHL6+zaqALwi95E1lao876gxmD5cnCoZLUtsxIceXKiRCjcYJlUYOwNdxDDpDaE9AuwQ7hfq3vet5SNVI3JM33qpkCUBlV8wP3OKdAXdOrgbaev38giXY7m516//p9r5L2stR/ykIqRcwDUvu4VwM4v9pU0Y8U8ocwqRytuYjpJ1ItOxDuc4qs1S3L34q/OAaXsXeo2Ys9te31npIJYBNAxXOhboAPDdaMaiNt5yPS2XMlC/RFyUad7E3YOjIbRBj6+B/AjJIX7ZOUxMjo2VzZmTsHiEQxSX9Dkqvw/MG9JGw6Dz3a39SOmmttxbrivAgK+2prA7lS1qA9Be2ZUGhX3iopce3Uzd9Oh6cQ5JbsnvgwuExt7e3vX8gXiFOU2RrK8AqY79LTtO6N61VUM/Hdv8MrzTtJfDbwoHsdRQhE2bfBPwQISOtfR+kJL22crlGQu0BoNHAKdvGOUMMDVPh9CwPaigUjmlpqb2T+7BboDwBiO72tYZvfp6LVBFxCeOykBFWemwCFZx1MRT2KvxKCq6fv1ybs75k8d3RI9GjZLA5tLmDZz0VvU4vgSm29w7Iz6hJnjKO80DbeTYvTUB0dwMxZwtNxSh4dviBEs6ZQuLvWlfFD+sPI03ujLd5YLZfhjcpQEMw9qqOOBhtI1wGTIquUtseB272J3eXZR7gS0EyLVtyotOZ+dr3BzGKVtYbijCf+JfZLOMK/Pk9/XWMluKNYHlf2VnbT+8lpOf+z/5r89YunZLdk7eTTjD95ZSZpYC9NXC1zqECN6qoSDmtrKFBcdq3A6OrIhHGl3/jRvEVbywZCd6DO684bq2wu4HO5O37irJkhMsxZ65utvc2wuWHMxyNTTdGOW3yZFsljlu3NjbDwU/RnT+/cEuh3veh8p6loYiVFuXg41vHzHnjNtCHzxOLzC/3U7z+KR6eT1LQxGqr0v+ojPjygAwdVSvH8RNy9iWFcle4UHJBdXM6lkailAD5fmuQqHWUM/Rz4MJxs7GEj87o+ekrI7N59XO6VkailATnfX6DHayEb2OF19g/YaM1rAfrYOLevf2OHV/cugvpN0f6Clw2ltGpzxmSr0ZSPndgjz6+wBOwwi+3s59WlY9vVplPStDEWqun4TKs4O18ywbxFyGt9VNzNQ8lPWsDEV4BB1z3W2ydoQ9BMs1L8Ppre/WKJdnZCjCI+mga4Vbc4wAsFNtistX/n9VsYeCnvqhCP9Ee1yP4sV6+0D+FbHV+ommx2c1zONpH4rwz7TdDXd3BbfqOkZa3887nq1yh4f1FA9FqA196XEK3hUq3uI6aHAy++a2GT3eXo0r1X3Tvtb0mfdJR+cKKN9HVXd+8Qo93l6N09Ufq1Fb+lgvPHhsje9b4/0tC2iz2UfG45uaYqhbPizNP31gy6qFIwNrUkWUZFlAYI+5lMc4d8ccBx3nWq9ll4Hj3zpf870t5DBLlgTaJicrWzzOyU0u3vwHO1sG0DQbEBCCBLxDQpQtrH32FzrBUtUqKLgyRruwoADUM/fZCCsHhJXt02Eq8DT32QgKCNXzdQDsMJdIAeEJlhaNM9vysXpAT7RXozb1fPZq1KKe016N2tPz2qtRa3puezVqS89vr0Yt6Tnu1agdPc+9GrWi57pXozb0fPdq1IKe816Nf67H26txiH4VoWrdqfiuRij9rgaW+caqtX+ZZdegXp9W2Vi1ckAbQL1YzTgh9eOhrJnJTawcEHncvJUDIjdWrRwQubHabErFewyZr/RJJunlrkST3glEk+R4sknH2ZmV5GWZxqr9WnFgjfnG6sqUB7LzDyXJ2YVo4mdLNAll6xJNdC1SKmmMmTEc/wxQUTIjDpIw31g1VYTiYNFKmv4W0eRAK/KRdORfm2Ru0AZJNawH3RTHAJhvrJrKKgFJqmpk9wNZIyBiRdFUVgiIXFE0lRUCIlcUK1lbHyByRdFUVgiIXFE0lRUCIlcUTdXkBNFkVgbR5HAc0QQ6kee96PclORtFWbCiWI3Bf8XkETr3q/EGazWOdJPweU+zsmBF8flQrbhcn2dRQARRQARRQARRQARRQARRQARRQARRQARRQARRQATVFqCy9GBtpHF2xe1f4XBDRNQG/BUs/P2rL8A0bMLYiybvx9jVXVCmYIJsOE7KZlMTfXyOQjZ75OFYm00OadYEnunuFLBU6WSQ3No9TkAzbN7eNgJI0478YovHI/7ke/CAdw7cCfCcNcNBNDKZDJpgk7lg/LYp/BsKJnCGCiSL2WxjRm7soL30sM0fK1a8BV5OUec+OKR5k3OuHTdNAZ8qHQnmgbmPE5AnnvWtifi96dIogAG9j7aMXQyLeDxvpn8ke81z3OfgO2RyV4fnA5igufewCfTsCL4Ts4nvAOFtn2kK2UD4OciOfNvkkOZNRja4C2HrFmZMCBP31i4glzko6CROm5rWNAoD2l/317wQdA4xUfiDXzu59S5zRqvvIJNcgL/BswnkPWwCXWLUd3A21wGe93+Ev0I2EI5WL2pUZnJIsyaljviTG/knzJjcMf9zah/QCK+jBZnCahTLtjvbTBzym+7qhl20aXwxzNTfazZ0hFdoS2xy5wI+s1RNycMmcIQqUszmZ/A92r6EuatgA6Nb6r6pdEhzJnng/8p+lj6upGBSDVdlLQIqjUalIv7oyQ3f5bCZ6ZjonSAbJnaDM31KI2UTrE/5SQom8G9GstkDzqDtWeCagk2J0Cqm0iHNmhwG8+wBaJ+vbDKrWj+stgAN91x9cL79RxAmdYSVARXxb5c7fQAPgkRnsFQ0gfCv/mBQmYLJmS5gspjNboCn21oLrivYHADqrZUOadZkO/DYVbTfq7Oyyb5q/bBaAvSLWK7MdSpf53TlvwDBmC7/QtdDmR0YrrqNTdCJu/pvhgomuumAvy1mcwIcQZuX2ijYLFnAuZSZHtK8yfcAzwm3HNxQMlFVb8aqWgK0FmDH+U5wftyDOohRac7p+BNPkaBzK9EEbudeK6m8u2zStTFoJmVTyODpNEcHKth07qEdXemQ5k1QGSSanFMyqUZ3ElYtAToKtqBwhrr07B6k0LZ7TGb32AkCB6LFJOAwXTQp8+z/37vLJss0IFHKBr7QA9UaA9IUbLTO0oehKg5p3gSG4endJ9uXK5i4Ta/eL6utMqiT09Jvpgty1avyLVbEAzxL7XlUooome8HkNVglSiY6OZsd3JyDfQ15itmwRQ8fUtlkvTBt5zT+PUWTXdX7YbUFqHhqiLbxSnnm1MqAYAz4Ey/qsEGiyQr5Lsx/2MSfn2jMZmNTfdscpWz8mUYKh1Q2geua2jVeo5gLX81J9mljlSAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiCAKiKD/B1fVsis5L4YFAAAAAElFTkSuQmCC" /><!-- --></p>
<p>should, apart from the values along axes, be otherwise identical
to</p>
<div class="sourceCode" id="cb15"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb15-1"><a href="#cb15-1" aria-hidden="true" tabindex="-1"></a>lat_ts <span class="ot">=</span> <span class="fu">mean</span>(<span class="fu">st_bbox</span>(nc)[<span class="fu">c</span>(<span class="dv">2</span>,<span class="dv">4</span>)]) <span class="co"># latitude of true scale</span></span>
<span id="cb15-2"><a href="#cb15-2" aria-hidden="true" tabindex="-1"></a>eqc <span class="ot">=</span> <span class="fu">st_transform</span>(nc, <span class="fu">paste0</span>(<span class="st">&quot;+proj=eqc +lat_ts=&quot;</span>, lat_ts))</span>
<span id="cb15-3"><a href="#cb15-3" aria-hidden="true" tabindex="-1"></a><span class="fu">plot</span>(<span class="fu">st_geometry</span>(eqc), <span class="at">axes =</span> <span class="cn">TRUE</span>)</span></code></pre></div>
<p><img src="data:image/png;base64,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" /><!-- --></p>
</div>
<div id="graticules" class="section level1">
<h1>Graticules</h1>
<p>Graticules are grid lines along equal longitude (meridians) or
latitude (parallels) that, depending on the projection used, often plot
as curved lines on a map, giving it reference in terms of longitude and
latitude. The <code>sf</code> function <code>st_graticule</code> tries
to create a graticule grid for arbitrary maps. As there are infinitely
many projections, there are most likely many cases where it does not
succeed in doing this well, and examples of these are welcomed as <a href="https://github.com/r-spatial/sf/issues">sf issues</a>.</p>
<p>The following plot shows a graticule geometry on itself,</p>
<div class="sourceCode" id="cb16"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb16-1"><a href="#cb16-1" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>(maps)</span>
<span id="cb16-2"><a href="#cb16-2" aria-hidden="true" tabindex="-1"></a>usa <span class="ot">=</span> <span class="fu">st_as_sf</span>(<span class="fu">map</span>(<span class="st">&#39;usa&#39;</span>, <span class="at">plot =</span> <span class="cn">FALSE</span>, <span class="at">fill =</span> <span class="cn">TRUE</span>))</span>
<span id="cb16-3"><a href="#cb16-3" aria-hidden="true" tabindex="-1"></a>laea <span class="ot">=</span> <span class="fu">st_crs</span>(<span class="st">&quot;+proj=laea +lat_0=30 +lon_0=-95&quot;</span>) <span class="co"># Lambert equal area</span></span>
<span id="cb16-4"><a href="#cb16-4" aria-hidden="true" tabindex="-1"></a>usa <span class="ot">&lt;-</span> <span class="fu">st_transform</span>(usa, laea)</span>
<span id="cb16-5"><a href="#cb16-5" aria-hidden="true" tabindex="-1"></a>g <span class="ot">=</span> <span class="fu">st_graticule</span>(usa)</span>
<span id="cb16-6"><a href="#cb16-6" aria-hidden="true" tabindex="-1"></a><span class="fu">plot</span>(<span class="fu">st_geometry</span>(g), <span class="at">axes =</span> <span class="cn">TRUE</span>)</span></code></pre></div>
<p><img src="data:image/png;base64,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" /><!-- --></p>
<p>where we see that the graticule does not reach the plot boundaries
(but is cut off at the bounding box of <code>usa</code>), and that the
axes show projected coordinates.</p>
<p>When we compute the graticule within the plotting function, we know
the plotting region and can compute it up to the plot margins, and add
axes in graticule units:</p>
<div class="sourceCode" id="cb17"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb17-1"><a href="#cb17-1" aria-hidden="true" tabindex="-1"></a><span class="fu">plot</span>(usa, <span class="at">graticule =</span> <span class="cn">TRUE</span>, <span class="at">key.pos =</span> <span class="cn">NULL</span>, <span class="at">axes =</span> <span class="cn">TRUE</span>)</span></code></pre></div>
<p><img 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" /><!-- --></p>
<p>We can also pass a <code>crs</code> object to <code>graticule</code>
to obtain a graticule in a datum different from the default (WGS84).
<code>st_graticule</code> takes parameters, and we can pass an object
returned by it to the <code>graticule</code> parameter of
<code>plot</code>, to get finer control:</p>
<div class="sourceCode" id="cb18"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb18-1"><a href="#cb18-1" aria-hidden="true" tabindex="-1"></a>g <span class="ot">=</span> <span class="fu">st_graticule</span>(usa, <span class="at">lon =</span> <span class="fu">seq</span>(<span class="sc">-</span><span class="dv">130</span>,<span class="sc">-</span><span class="dv">65</span>,<span class="dv">5</span>))</span>
<span id="cb18-2"><a href="#cb18-2" aria-hidden="true" tabindex="-1"></a><span class="fu">plot</span>(usa, <span class="at">graticule =</span> g, <span class="at">key.pos =</span> <span class="cn">NULL</span>, <span class="at">axes =</span> <span class="cn">TRUE</span>,</span>
<span id="cb18-3"><a href="#cb18-3" aria-hidden="true" tabindex="-1"></a>     <span class="at">xlim =</span> <span class="fu">st_bbox</span>(usa)[<span class="fu">c</span>(<span class="dv">1</span>,<span class="dv">3</span>)], <span class="at">ylim =</span> <span class="fu">st_bbox</span>(usa)[<span class="fu">c</span>(<span class="dv">2</span>,<span class="dv">4</span>)],</span>
<span id="cb18-4"><a href="#cb18-4" aria-hidden="true" tabindex="-1"></a>     <span class="at">xaxs =</span> <span class="st">&quot;i&quot;</span>, <span class="at">yaxs =</span> <span class="st">&quot;i&quot;</span>)</span></code></pre></div>
<p><img 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" /><!-- --></p>
<p>which still doesn’t look great – completely controlling the plotting
region of base plots is not easy.</p>
</div>
<div id="plotting-sf-objects-with-other-packages" class="section level1">
<h1>Plotting sf objects with other packages</h1>
<div id="grid-st_as_grob" class="section level2">
<h2>grid: <code>st_as_grob</code></h2>
<p>Package <code>sf</code> provides a number of methods for
<code>st_as_grob</code>:</p>
<div class="sourceCode" id="cb19"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb19-1"><a href="#cb19-1" aria-hidden="true" tabindex="-1"></a><span class="fu">methods</span>(st_as_grob)</span></code></pre></div>
<pre><code>##  [1] st_as_grob.CIRCULARSTRING*      st_as_grob.COMPOUNDCURVE*      
##  [3] st_as_grob.CURVEPOLYGON*        st_as_grob.GEOMETRYCOLLECTION* 
##  [5] st_as_grob.LINESTRING*          st_as_grob.MULTILINESTRING*    
##  [7] st_as_grob.MULTIPOINT*          st_as_grob.MULTIPOLYGON*       
##  [9] st_as_grob.MULTISURFACE*        st_as_grob.POINT*              
## [11] st_as_grob.POLYGON*             st_as_grob.sfc*                
## [13] st_as_grob.sfc_CIRCULARSTRING*  st_as_grob.sfc_LINESTRING*     
## [15] st_as_grob.sfc_MULTILINESTRING* st_as_grob.sfc_MULTIPOINT*     
## [17] st_as_grob.sfc_MULTIPOLYGON*    st_as_grob.sfc_POINT*          
## [19] st_as_grob.sfc_POLYGON*        
## see &#39;?methods&#39; for accessing help and source code</code></pre>
<p>which convert simple simple feature objects into <code>grob</code>
(“graphics objects”) objects; <code>grob</code>s are the graphic
primitives of the <code>grid</code> plotting package. These methods can
be used by plotting packages that build on <code>grid</code>, such as
<code>ggplot2</code> (which uses them in <code>geom_sf</code>) and
<code>tmap</code>. In addition, <code>st_viewport</code> can be used to
set up a grid viewport from an <code>sf</code> object, with an aspect
ratio similar to that of <code>base::plot.sf</code>.</p>
</div>
<div id="ggplot2" class="section level2">
<h2>ggplot2</h2>
<p>contains a geom specially for simple feature objects, with support
for graticule white lines in the background using
<code>sf::st_graticule</code>. Support is currently good for polygons;
for lines or points, your mileage may vary.</p>
<div class="sourceCode" id="cb21"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb21-1"><a href="#cb21-1" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>(ggplot2)</span>
<span id="cb21-2"><a href="#cb21-2" aria-hidden="true" tabindex="-1"></a><span class="fu">ggplot</span>() <span class="sc">+</span> <span class="fu">geom_sf</span>(<span class="at">data =</span> usa)</span></code></pre></div>
<p><img src="data:image/png;base64,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" /><!-- --></p>
<p>Polygons can be colored using <code>aes</code>:</p>
<div class="sourceCode" id="cb22"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb22-1"><a href="#cb22-1" aria-hidden="true" tabindex="-1"></a><span class="fu">ggplot</span>() <span class="sc">+</span> </span>
<span id="cb22-2"><a href="#cb22-2" aria-hidden="true" tabindex="-1"></a>  <span class="fu">geom_sf</span>(<span class="at">data =</span> nc, <span class="fu">aes</span>(<span class="at">fill =</span> BIR74)) <span class="sc">+</span> </span>
<span id="cb22-3"><a href="#cb22-3" aria-hidden="true" tabindex="-1"></a>  <span class="fu">scale_y_continuous</span>(<span class="at">breaks =</span> <span class="dv">34</span><span class="sc">:</span><span class="dv">36</span>)</span></code></pre></div>
<p><img 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" /><!-- --></p>
<p>and sets of maps can be plotted as facet plots after rearranging the
<code>sf</code> object, e.g. by</p>
<div class="sourceCode" id="cb23"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb23-1"><a href="#cb23-1" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>(dplyr)</span>
<span id="cb23-2"><a href="#cb23-2" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>(tidyr)</span>
<span id="cb23-3"><a href="#cb23-3" aria-hidden="true" tabindex="-1"></a>nc2 <span class="ot">&lt;-</span> nc <span class="sc">%&gt;%</span> <span class="fu">select</span>(SID74, SID79, geom) <span class="sc">%&gt;%</span> <span class="fu">gather</span>(VAR, SID, <span class="sc">-</span>geom)</span>
<span id="cb23-4"><a href="#cb23-4" aria-hidden="true" tabindex="-1"></a><span class="fu">ggplot</span>() <span class="sc">+</span> </span>
<span id="cb23-5"><a href="#cb23-5" aria-hidden="true" tabindex="-1"></a>  <span class="fu">geom_sf</span>(<span class="at">data =</span> nc2, <span class="fu">aes</span>(<span class="at">fill =</span> SID)) <span class="sc">+</span> </span>
<span id="cb23-6"><a href="#cb23-6" aria-hidden="true" tabindex="-1"></a>  <span class="fu">facet_wrap</span>(<span class="sc">~</span>VAR, <span class="at">ncol =</span> <span class="dv">1</span>) <span class="sc">+</span></span>
<span id="cb23-7"><a href="#cb23-7" aria-hidden="true" tabindex="-1"></a>  <span class="fu">scale_y_continuous</span>(<span class="at">breaks =</span> <span class="dv">34</span><span class="sc">:</span><span class="dv">36</span>)</span></code></pre></div>
<p><img 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" /><!-- --></p>
</div>
<div id="mapview" class="section level2">
<h2>mapview</h2>
<p>Package <code>mapview</code> creates interactive maps in html pages,
using package <code>leaflet</code> as a workhorse. Extensive examples
are found <a href="https://r-spatial.github.io/mapview/">here</a>.</p>
<p>An example is obtained by</p>
<div class="sourceCode" id="cb24"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb24-1"><a href="#cb24-1" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>(mapview)</span>
<span id="cb24-2"><a href="#cb24-2" aria-hidden="true" tabindex="-1"></a><span class="fu">mapviewOptions</span>(<span class="at">fgb =</span> <span class="cn">FALSE</span>) <span class="co"># needed when creating web pages</span></span>
<span id="cb24-3"><a href="#cb24-3" aria-hidden="true" tabindex="-1"></a><span class="fu">mapview</span>(nc[<span class="st">&quot;BIR74&quot;</span>], <span class="at">col.regions =</span> <span class="fu">sf.colors</span>(<span class="dv">10</span>), <span class="at">fgb =</span> <span class="cn">FALSE</span>)</span></code></pre></div>
<p>gives a map which is interactive: you can zoom and pan, and query
features by clicking on them.</p>
</div>
<div id="tmap" class="section level2">
<h2>tmap</h2>
<p>Package <code>tmap</code> is another package for plotting maps, with
emphasis on production-ready maps.</p>
<div class="sourceCode" id="cb25"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb25-1"><a href="#cb25-1" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>(tmap)</span>
<span id="cb25-2"><a href="#cb25-2" aria-hidden="true" tabindex="-1"></a><span class="fu">qtm</span>(nc)</span></code></pre></div>
<p><img 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" /><!-- --></p>
<p><code>tmap</code> also has interactive leaflet maps:</p>
<div class="sourceCode" id="cb26"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb26-1"><a href="#cb26-1" aria-hidden="true" tabindex="-1"></a><span class="fu">tmap_mode</span>(<span class="st">&quot;view&quot;</span>)</span>
<span id="cb26-2"><a href="#cb26-2" aria-hidden="true" tabindex="-1"></a><span class="fu">tm_shape</span>(nc) <span class="sc">+</span> <span class="fu">tm_fill</span>(<span class="st">&quot;BIR74&quot;</span>, <span class="at">palette =</span> <span class="fu">sf.colors</span>(<span class="dv">5</span>))</span></code></pre></div>
<p>Replotting the last map in non-interactive mode is as simple as:</p>
<div class="sourceCode" id="cb27"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb27-1"><a href="#cb27-1" aria-hidden="true" tabindex="-1"></a><span class="fu">ttm</span>()</span>
<span id="cb27-2"><a href="#cb27-2" aria-hidden="true" tabindex="-1"></a><span class="fu">tmap_last</span>()</span></code></pre></div>
<p>A draft version of the book <em>Elegant and informative maps with
tmap</em> by Martijn Tennekes and Jakub Nowosad is found at <a href="https://r-tmap.github.io/" class="uri">https://r-tmap.github.io/</a></p>
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